Patch Gradient Descent: Training Neural Networks on Very Large Images

Deepak K. Gupta, Gowreesh Mago, Arnav Chavan +1

Traditional CNN models are trained and tested on relatively low resolution images (<300 px), and cannot be directly operated on large-scale images due to compute and memory constra…